{"id":"W2775798481","doi":"10.11646/zootaxa.4364.1.1","title":"Taxonomic revision of the species of Colletes Latreille, 1802 (Hymenoptera: Colletidae: Colletinae) found in Chile","year":2017,"lang":"en","type":"article","venue":"Zootaxa","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Biology; Hymenoptera; Taxonomy (biology); Zoology; Synonym (taxonomy); Botany; Ecology; Genus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001731375,0.000108371,0.0002902679,0.000008968507,0.0004256919,0.00003785988,0.0004577198,0.00004988051,0.0002794545],"category_scores_gemma":[0.0001546012,0.00003651052,0.00008805671,0.0001325475,0.0002203898,0.00004597727,0.0002630916,0.00006815558,0.00001230176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001765148,"about_ca_system_score_gemma":0.000008238142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005381781,"about_ca_topic_score_gemma":0.003514683,"domain_scores_codex":[0.9992353,0.00004084722,0.0002542817,0.0001615422,0.0001430865,0.0001649604],"domain_scores_gemma":[0.9993548,0.0001541123,0.0003442305,0.00007299355,0.00005104286,0.0000228373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001910603,0.0002139299,0.9175913,0.00006407238,0.00004108639,0.000006346559,0.0001600204,0.000006167136,0.03940123,0.001998601,0.02193347,0.01839269],"study_design_scores_gemma":[0.0001755979,0.0001030906,0.7312927,0.0001205249,0.000005709195,8.806908e-7,0.0001616287,0.000005109629,0.001566541,0.00002425701,0.2664687,0.00007522521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656834,0.0003308757,4.526274e-8,0.001166387,0.00007019758,0.0002332199,0.00008357513,0.000005860773,0.03242644],"genre_scores_gemma":[0.9965895,0.0002718966,0.0000315222,0.00003046179,0.00008926821,0.000004554008,0.000001981337,6.394757e-7,0.002980143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2445353,"threshold_uncertainty_score":0.3274121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0389238331368145,"score_gpt":0.2129531718113157,"score_spread":0.1740293386745012,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}